Triple

T22710090
Position Surface form Disambiguated ID Type / Status
Subject Allegro CL E561569 entity
Predicate developer P73 FINISHED
Object Franz Inc.
Franz Inc. is a software company best known for developing Allegro CL, a leading Common Lisp development environment used in artificial intelligence and advanced data processing applications.
E1550235 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Franz Inc. | Statement: [Allegro CL, developer, Franz Inc.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Franz Inc.
Context triple: [Allegro CL, developer, Franz Inc.]
  • A. Petit & Fritsen
    Petit & Fritsen is a historic Dutch bell foundry renowned for casting church bells and carillons used in notable towers and monuments worldwide.
  • B. Far Corporation
    Far Corporation was a German-based studio supergroup formed by producer Frank Farian, best known for its rock-oriented cover of Led Zeppelin’s “Stairway to Heaven” in the 1980s.
  • C. Franz Haniel & Cie.
    Franz Haniel & Cie. is a long-established German family-owned investment holding company with significant stakes in various major enterprises.
  • D. Zantiu-Braun Corporation
    Zantiu-Braun Corporation is a powerful, profit-driven interstellar megacorporation in Peter F. Hamilton’s science fiction novel "Fallen Dragon," known for its ruthless military-backed exploitation of colonized worlds.
  • E. Fujimic, Inc.
    Fujimic, Inc. is a Japanese company in the Fuji Media Holdings group, likely involved in media-related technology and services such as broadcasting systems, IT solutions, or content production support.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Franz Inc.
Triple: [Allegro CL, developer, Franz Inc.]
Generated description
Franz Inc. is a software company best known for developing Allegro CL, a leading Common Lisp development environment used in artificial intelligence and advanced data processing applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Franz Inc.
Target entity description: Franz Inc. is a software company best known for developing Allegro CL, a leading Common Lisp development environment used in artificial intelligence and advanced data processing applications.
  • A. Petit & Fritsen
    Petit & Fritsen is a historic Dutch bell foundry renowned for casting church bells and carillons used in notable towers and monuments worldwide.
  • B. Far Corporation
    Far Corporation was a German-based studio supergroup formed by producer Frank Farian, best known for its rock-oriented cover of Led Zeppelin’s “Stairway to Heaven” in the 1980s.
  • C. Franz Haniel & Cie.
    Franz Haniel & Cie. is a long-established German family-owned investment holding company with significant stakes in various major enterprises.
  • D. Zantiu-Braun Corporation
    Zantiu-Braun Corporation is a powerful, profit-driven interstellar megacorporation in Peter F. Hamilton’s science fiction novel "Fallen Dragon," known for its ruthless military-backed exploitation of colonized worlds.
  • E. Fujimic, Inc.
    Fujimic, Inc. is a Japanese company in the Fuji Media Holdings group, likely involved in media-related technology and services such as broadcasting systems, IT solutions, or content production support.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69e2454f1348819088d83f420925a5c1 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f178d1e24881909ebd4531c0daef7f completed April 29, 2026, 3:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b7ed9cb908190b50dd5297ca2d17c completed May 18, 2026, 9:04 p.m.
NEDg Description generation batch_6a0b7fbb53388190b0942c28b5748c60 completed May 18, 2026, 9:08 p.m.
NED2 Entity disambiguation (via description) batch_6a0b806b4e1481909babc97a8914947a completed May 18, 2026, 9:11 p.m.
Created at: April 17, 2026, 3:17 p.m.